------------------------------------------------------------------------------------------------------------------------------------
      name:  plog_830
       log:  /accounts/projects/jr_ra/GRscarring/erratum/programs/prepare/double_weight.log
  log type:  text
 opened on:  27 Nov 2024, 17:47:33

. ****************************************************************************************
. ** Steps:
. ** 1) Compute the number of people born in b living in s at age a.
. ** 2) Compute the average age-22 UR that people born in b from cohort c are exposed to,
. **    using the long-run migration shares from (1).
. ** 3) Compute the average of (2) for everyone from cohort c living in state s at age a,
. ****************************************************************************************
. clear

. cap project, doinfo

. if _rc==0 {
.   local pdir "`r(pdir)'"
.   local dofile "`r(dofile)'"
.   local sig {bind:{hi:[`dofile'.dta. RP : `dofile'.do, `c(current_date)']}}
.   local doasproject=1
. }

. else {
.   local pdir "~/GRscarring"
.   local dofile "double_weight"
.   local doasproject=0
. }

. 
. set more off 

. local prepare "`pdir'/programs/prepare"

. local rawdata "`pdir'/rawdata"

. local scratch "`pdir'/scratch"

. 
. if `doasproject' == 1 {
.   project, uses("`scratch'/ipums_doubleweight.dta.gz")
project GRscar_erratum > do-file uses: "/scratch/public/jr_ra/GRscarring2024/erratum/scratch/ipums_doubleweight.dta.gz" filesig(3547
> 45335:709770743)
.   project, uses("`scratch'/statepop.dta")
project GRscar_erratum > do-file uses: "/scratch/public/jr_ra/GRscarring2024/erratum/scratch/statepop.dta" filesig(3467904037:115254
> )
.   project, uses("`scratch'/unrate_national.dta")
project GRscar_erratum > do-file uses: "/scratch/public/jr_ra/GRscarring2024/erratum/scratch/unrate_national.dta" filesig(1052845851
> :51188)
.   project, uses("`scratch'/unrate_state.dta")
project GRscar_erratum > do-file uses: "/scratch/public/jr_ra/GRscarring2024/erratum/scratch/unrate_state.dta" filesig(3849316085:13
> 84205)
. }

. 
. ** Read in Seasonally Adjusted Unemployment, 1976-2018
. *import delimited "`rawdata'/la.data.3.AllStatesS.txt"
. *gen fipsst=real(substr(series_id, 6,2))
. *keep if fipsst<=56
. *gen measure=real(substr(series_id, 20,1))
. *keep if measure==3
. *collapse (mean) value, by(fipsst year)
. *rename value ur
. *tempfile ur_state_s
. *save `ur_state_s'
. use `scratch'/statepop

. collapse (sum) pop, by(year)

. tempfile natlpop

. save `natlpop'
file /tmp/St2868349.000004 saved as .dta format

. // Make annual versions of unemployment rates
. use `scratch'/unrate_national

. isid yearmo

. sort yearmo

. gen year=yofd(dofm(yearmo))

. bys year (yearmo): keep if _n==_N
(805 observations deleted)

. keep year ur_nat_annual ur_nat_3yr_avg

. label var ur_nat_annual "Unemployment rate (national)"

. tempfile natlur

. save `natlur'
file /tmp/St2868349.000005 saved as .dta format

. merge 1:1 year using `natlpop', nogen assert(1 3)

    Result                      Number of obs
    -----------------------------------------
    Not matched                            25
        from master                        25  
        from using                          0  

    Matched                                49  
    -----------------------------------------

. tempfile popur_n

. save `popur_n'
file /tmp/St2868349.000006 saved as .dta format

. // Have UR 1947-2018, pop only 1970-2018
. // Make state version of unemployment rate  
. use `scratch'/unrate_state

. isid fipsst yearmo

. sort fipsst yearmo

. gen year=yofd(dofm(yearmo))

. bys fipsst year (yearmo): keep if _n==_N
(24,735 observations deleted)

. keep fipsst year ur_st_annual ur_st_3yr_avg

. label var ur_st_annual "Unemployment rate (state)"

. tempfile stateur

. save `stateur'
file /tmp/St2868349.000007 saved as .dta format

. merge 1:1 fipsst year using `scratch'/statepop

    Result                      Number of obs
    -----------------------------------------
    Not matched                           408
        from master                       102  (_merge==1)
        from using                        306  (_merge==2)

    Matched                             2,193  (_merge==3)
    -----------------------------------------

. merge m:1 year using `popur_n', keepusing(year ur_nat_annual ur_nat_3yr_avg) assert(2 3) keep(3) nogen

    Result                      Number of obs
    -----------------------------------------
    Not matched                             0
    Matched                             2,601  
    -----------------------------------------

. keep ur_st_annual ur_nat_annual year fipsst

. tempfile popur_s

. save `popur_s'
file /tmp/St2868349.000008 saved as .dta format

. 
. 
. ** Read in IPUMS data
. *Years: 1980-2017 (decennial 1980, 90, 2000, then ACS since)
. *       Note 1980 sample is 1/3 the size of 1990, and 2001-4 are much smaller than later.
. *Ages: 3-97
. ** Drop if not born in US
. ** Drop if not college grad 
. ** Drop if under 22 or over 40
. !zcat `scratch'/ipums_doubleweight.dta.gz > `scratch'/ipums_doubleweight.dta


. use if bpl<=56 & age>=22 & age<=40 & educd>=101 & educd<. using "`scratch'/ipums_doubleweight.dta", clear

. rename statefip fipsst

. *Adjust weights to account for the fact that 1980 is standing in for 1980-85, 1990 for 1986-1995,
. *and 2000 for 1996-2000
. gen perwt_adj=perwt if year>2000
(1,770,286 missing values generated)

. replace perwt_adj=perwt*10 if inlist(year, 1990, 2000)
(1,502,041 real changes made)

. replace perwt_adj=perwt*5 if year==1980
(268,245 real changes made)

. 
. **Step 1: Compute the number of people born in b living in s at age a.
. collapse (count) n_obs = perwt (rawsum) N_bsa=perwt, by(age fipsst bpl)  

. tempfile migcounts

. save `migcounts'
file /tmp/St2868349.000009 saved as .dta format

. **Step 2: Compute the average age-22 UR that we expect people born in state b in cohort
. *         c to be exposed to, given the long-run migration shares from (1).
. use `migcounts', clear

. keep if age==22
(44,608 observations deleted)

. keep fipsst bpl N_bsa

. joinby fipsst using `popur_s'

. *joinby fipsst using `ur_state_s'
. replace ur_st_annual = ur_nat_annual if missing(ur_st_annual)
(13,014 real changes made)

. isid fipsst bpl year

. rename year year22

. collapse (mean) UR22_bc=ur_st_annual [aw=N_bsa], by(bpl year22)

. gen cohort=year22-22

. keep bpl cohort UR22_bc

. tempfile bpl_ur22

. save `bpl_ur22'
file /tmp/St2868349.00000a saved as .dta format

.  
. **Step 3: Compute the average of (2) for everyone from cohort c living in state s at age a,
. **       again using the long-run migration shares from (1).
. use `bpl_ur22', clear

. joinby bpl using `migcounts'

. collapse (mean) UR22_dw=UR22_bc [aw=N_bsa], by(fipsst cohort age)

. gen year=cohort+age

. tempfile dw_ur22

. save `dw_ur22'
file /tmp/St2868349.00000b saved as .dta format

.  
. **Check that this predicts the endogenous version 
. use `popur_s'

. * use `ur_state_s'
. gen cohort=year-22

. rename ur_st_annual ur22

. merge 1:m fipsst cohort using `dw_ur22'

    Result                      Number of obs
    -----------------------------------------
    Not matched                             0
    Matched                            49,419  (_merge==3)
    -----------------------------------------

.  
. forvalues a=22/40 {
  2.   di "First stage for age `a'"
  3.   areg ur22 UR22_dw i.year if age==`a', a(fipsst)
  4. }
First stage for age 22

Linear regression, absorbing indicators            Number of obs     =   2,244
Absorbed variable: fipsst                          No. of categories =      51
                                                   F(44, 2149)       = 1017.56
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.9668
                                                   Adj R-squared     =  0.9653
                                                   Root MSE          =  0.3869

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   1.924599   .0165091   116.58   0.000     1.892223    1.956974
             |
        year |
       1977  |   .6805954   .0772805     8.81   0.000     .5290432    .8321477
       1978  |   1.631003   .0809781    20.14   0.000     1.472199    1.789807
       1979  |   1.918325   .0823215    23.30   0.000     1.756887    2.079763
       1980  |   .7322236   .0771147     9.50   0.000     .5809965    .8834508
       1981  |   .2557861   .0766174     3.34   0.001     .1055342     .406038
       1982  |  -1.687765    .083267   -20.27   0.000    -1.851057   -1.524472
       1983  |  -1.533396   .0825555   -18.57   0.000    -1.695293   -1.371499
       1984  |    .425269   .0766411     5.55   0.000     .2749706    .5755673
       1985  |   .7373745   .0769082     9.59   0.000     .5865522    .8881968
       1986  |   .9645759   .0772241    12.49   0.000     .8131342    1.116018
       1987  |   1.685562   .0797947    21.12   0.000     1.529079    1.842045
       1988  |   2.249749   .0836108    26.91   0.000     2.085782    2.413715
       1989  |   2.384159   .0852597    27.96   0.000     2.216959    2.551359
       1990  |   2.049775   .0830035    24.70   0.000     1.886999     2.21255
       1991  |   .8581219   .0776854    11.05   0.000     .7057755    1.010468
       1992  |   .1818822   .0767062     2.37   0.018     .0314562    .3323083
       1993  |   .7465817   .0777708     9.60   0.000      .594068    .8990955
       1994  |   1.572514   .0809682    19.42   0.000      1.41373    1.731299
       1995  |   2.062641   .0836754    24.65   0.000     1.898548    2.226734
       1996  |     2.2704   .0847712    26.78   0.000     2.104158    2.436642
       1997  |    2.70438   .0881368    30.68   0.000     2.531538    2.877222
       1998  |   3.169452   .0917618    34.54   0.000       2.9895    3.349403
       1999  |    3.41581   .0942357    36.25   0.000     3.231007    3.600612
       2000  |   3.604205   .0963053    37.42   0.000     3.415344    3.793067
       2001  |   2.852312   .0896584    31.81   0.000     2.676486    3.028138
       2002  |   1.763694   .0823347    21.42   0.000      1.60223    1.925158
       2003  |   1.566793   .0810451    19.33   0.000     1.407858    1.725728
       2004  |   2.022174   .0836239    24.18   0.000     1.858182    2.186166
       2005  |   2.419435   .0861488    28.08   0.000     2.250491    2.588379
       2006  |   2.862328   .0900459    31.79   0.000     2.685742    3.038914
       2007  |   2.842089    .090327    31.46   0.000     2.664952    3.019226
       2008  |   1.806136   .0824625    21.90   0.000     1.644422    1.967851
       2009  |  -1.382547   .0802182   -17.23   0.000     -1.53986   -1.225234
       2010  |  -1.737652   .0819569   -21.20   0.000    -1.898375   -1.576929
       2011  |  -1.083103   .0787846   -13.75   0.000    -1.237605   -.9286013
       2012  |  -.3240055   .0767814    -4.22   0.000    -.4745791   -.1734319
       2013  |   .2868749   .0768054     3.74   0.000     .1362542    .4374956
       2014  |   1.463528   .0802596    18.23   0.000     1.306134    1.620923
       2015  |   2.319681   .0853419    27.18   0.000      2.15232    2.487042
       2016  |   2.715279   .0884172    30.71   0.000     2.541887    2.888671
       2017  |   3.196424   .0929046    34.41   0.000     3.014232    3.378616
       2018  |   3.628821   .0970289    37.40   0.000     3.438541    3.819102
       2019  |   3.824801       .099    38.63   0.000     3.630655    4.018947
             |
       _cons |  -7.164828   .1338661   -53.52   0.000    -7.427349   -6.902307
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 49.511           Prob > F = 0.000
First stage for age 23

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 906.10
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9629
                                                    Adj R-squared     = 0.9613
                                                    Root MSE          = 0.4088

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   1.953545   .0178741   109.29   0.000     1.918492    1.988597
             |
        year |
       1977  |   .6963307   .0816984     8.52   0.000     .5361146    .8565468
       1978  |   1.676653   .0857952    19.54   0.000     1.508403    1.844903
       1979  |    1.95616   .0872308    22.43   0.000     1.785094    2.127225
       1980  |    .707911   .0814756     8.69   0.000     .5481318    .8676902
       1981  |   .2234143   .0809643     2.76   0.006     .0646377    .3821908
       1982  |  -1.781756   .0884622   -20.14   0.000    -1.955236   -1.608275
       1983  |  -1.615287   .0876382   -18.43   0.000    -1.787152   -1.443423
       1984  |   .4052478   .0809864     5.00   0.000     .2464279    .5640676
       1985  |   .7338715   .0812757     9.03   0.000     .5744842    .8932587
       1986  |   .9778861    .081634    11.98   0.000     .8177962    1.137976
       1987  |   1.723661   .0844838    20.40   0.000     1.557982    1.889339
       1988  |   2.309562    .088711    26.03   0.000     2.135594     2.48353
       1989  |   2.447622   .0905192    27.04   0.000     2.270108    2.625136
       1990  |   2.099355   .0880127    23.85   0.000     1.926756    2.271954
       1991  |   .8789524   .0821471    10.70   0.000     .7178562    1.040048
       1992  |   .1924104   .0810658     2.37   0.018     .0334349     .351386
       1993  |   .7841469   .0822672     9.53   0.000     .6228153    .9454785
       1994  |   1.632587    .085828    19.02   0.000     1.464272    1.800901
       1995  |   2.135175   .0888292    24.04   0.000     1.960975    2.309375
       1996  |   2.352296   .0900617    26.12   0.000     2.175679    2.528913
       1997  |   2.795946   .0937721    29.82   0.000     2.612053     2.97984
       1998  |   3.269164   .0977533    33.44   0.000     3.077464    3.460865
       1999  |   3.520426   .1004642    35.04   0.000     3.323409    3.717443
       2000  |   3.712513   .1027281    36.14   0.000     3.511056     3.91397
       2001  |    2.93639    .095391    30.78   0.000     2.749322    3.123459
       2002  |   1.820085   .0873085    20.85   0.000     1.648867    1.991303
       2003  |   1.612251   .0858676    18.78   0.000     1.443858    1.780643
       2004  |   2.073425   .0886932    23.38   0.000     1.899491    2.247358
       2005  |   2.477229   .0914612    27.09   0.000     2.297867    2.656591
       2006  |   2.933987    .095751    30.64   0.000     2.746213    3.121762
       2007  |   2.916503   .0960692    30.36   0.000     2.728105    3.104902
       2008  |   1.854181    .087419    21.21   0.000     1.682746    2.025615
       2009  |  -1.437566   .0849922   -16.91   0.000    -1.604241    -1.27089
       2010  |  -1.787807   .0868758   -20.58   0.000    -1.958176   -1.617437
       2011  |  -1.103931   .0833431   -13.25   0.000    -1.267373   -.9404898
       2012  |  -.3273929    .081144    -4.03   0.000    -.4865219   -.1682639
       2013  |   .2958135   .0811737     3.64   0.000     .1366264    .4550007
       2014  |   1.512398   .0850204    17.79   0.000     1.345667    1.679129
       2015  |   2.396411   .0906631    26.43   0.000     2.218614    2.574207
       2016  |   2.795968   .0940266    29.74   0.000     2.611576    2.980361
       2017  |   3.289339   .0989581    33.24   0.000     3.095276    3.483403
       2018  |   3.736565   .1035088    36.10   0.000     3.533577    3.939553
       2019  |   3.933547   .1056484    37.23   0.000     3.726363    4.140731
             |
       _cons |  -7.380633   .1443812   -51.12   0.000    -7.663774   -7.097491
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 44.247           Prob > F = 0.000
First stage for age 24

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 892.52
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9624
                                                    Adj R-squared     = 0.9607
                                                    Root MSE          = 0.4118

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   1.964745   .0181293   108.37   0.000     1.929192    2.000298
             |
        year |
       1977  |   .6986293   .0822902     8.49   0.000     .5372526     .860006
       1978  |   1.678569   .0864299    19.42   0.000     1.509075    1.848064
       1979  |   1.956372   .0878742    22.26   0.000     1.784045      2.1287
       1980  |   .6808548   .0820348     8.30   0.000     .5199789    .8417307
       1981  |   .1849634   .0815463     2.27   0.023     .0250456    .3448812
       1982  |  -1.845006   .0893537   -20.65   0.000    -2.020235   -1.669778
       1983  |   -1.68504   .0885334   -19.03   0.000     -1.85866    -1.51142
       1984  |   .3623764   .0815601     4.44   0.000     .2024315    .5223213
       1985  |   .6912506   .0818271     8.45   0.000     .5307821    .8517191
       1986  |   .9348477   .0821725    11.38   0.000     .7737018    1.095994
       1987  |   1.691784   .0850162    19.90   0.000     1.525061    1.858507
       1988  |   2.289502   .0892923    25.64   0.000     2.114393     2.46461
       1989  |   2.432151   .0911295    26.69   0.000      2.25344    2.610863
       1990  |   2.081908   .0885998    23.50   0.000     1.908158    2.255658
       1991  |   .8526403   .0826997    10.31   0.000     .6904604     1.01482
       1992  |   .1738672   .0816402     2.13   0.033     .0137652    .3339692
       1993  |   .7758544   .0828482     9.36   0.000     .6133834    .9383254
       1994  |   1.633691   .0864606    18.90   0.000     1.464136    1.803246
       1995  |   2.142749    .089516    23.94   0.000     1.967202    2.318296
       1996  |   2.358332   .0907559    25.99   0.000     2.180353     2.53631
       1997  |   2.806334   .0945256    29.69   0.000     2.620963    2.991705
       1998  |   3.284174   .0985737    33.32   0.000     3.090865    3.477484
       1999  |   3.533034   .1013012    34.88   0.000     3.334375    3.731693
       2000  |    3.72589   .1035934    35.97   0.000     3.522736    3.929043
       2001  |    2.94125   .0961351    30.59   0.000     2.752722    3.129777
       2002  |   1.809989   .0879171    20.59   0.000     1.637578    1.982401
       2003  |   1.598517   .0864549    18.49   0.000     1.428973    1.768061
       2004  |   2.062097   .0893073    23.09   0.000     1.886959    2.237235
       2005  |   2.465824   .0920954    26.77   0.000     2.285219    2.646429
       2006  |   2.923353   .0964224    30.32   0.000     2.734262    3.112444
       2007  |   2.909553   .0967615    30.07   0.000     2.719798    3.099309
       2008  |   1.850106   .0880493    21.01   0.000     1.677435    2.022776
       2009  |  -1.472734   .0857127   -17.18   0.000    -1.640822   -1.304645
       2010  |   -1.81553   .0876083   -20.72   0.000    -1.987336   -1.643724
       2011  |  -1.119033   .0839813   -13.32   0.000    -1.283726   -.9543397
       2012  |   -.330816   .0817297    -4.05   0.000    -.4910936   -.1705384
       2013  |   .2881478   .0817525     3.52   0.000     .1278255      .44847
       2014  |   1.511595   .0856395    17.65   0.000      1.34365    1.679539
       2015  |   2.399996   .0913535    26.27   0.000     2.220846    2.579147
       2016  |   2.801547   .0947603    29.56   0.000     2.615715    2.987378
       2017  |   3.298067   .0997584    33.06   0.000     3.102434      3.4937
       2018  |     3.7482   .1043722    35.91   0.000     3.543518    3.952881
       2019  |    3.94554   .1065359    37.03   0.000     3.736615    4.154464
             |
       _cons |  -7.424971   .1459539   -50.87   0.000    -7.711196   -7.138745
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 44.504           Prob > F = 0.000
First stage for age 25

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 922.61
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9635
                                                    Adj R-squared     = 0.9619
                                                    Root MSE          = 0.4054

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   1.982349   .0179554   110.40   0.000     1.947137    2.017561
             |
        year |
       1977  |   .6948641    .080997     8.58   0.000     .5360234    .8537048
       1978  |   1.684991   .0850736    19.81   0.000     1.518155    1.851826
       1979  |   1.967074   .0865048    22.74   0.000     1.797432    2.136715
       1980  |   .6720186   .0807429     8.32   0.000     .5136762     .830361
       1981  |   .1724031   .0802737     2.15   0.032     .0149808    .3298254
       1982  |  -1.889309   .0880819   -21.45   0.000    -2.062043   -1.716574
       1983  |   -1.74407   .0873233   -19.97   0.000    -1.915317   -1.572823
       1984  |   .3297484    .080282     4.11   0.000       .17231    .4871868
       1985  |   .6575981   .0805236     8.17   0.000     .4996857    .8155104
       1986  |   .8900402   .0808375    11.01   0.000     .7315123    1.048568
       1987  |   1.660885   .0835918    19.87   0.000     1.496955    1.824814
       1988  |   2.275246    .087805    25.91   0.000     2.103054    2.447437
       1989  |   2.433279   .0896612    27.14   0.000     2.257448    2.609111
       1990  |   2.092157   .0872155    23.99   0.000     1.921121    2.263192
       1991  |   .8534828   .0814037    10.48   0.000     .6938445    1.013121
       1992  |   .1646139   .0803613     2.05   0.041     .0070198    .3222079
       1993  |   .7692343   .0815373     9.43   0.000     .6093341    .9291345
       1994  |   1.637264   .0850952    19.24   0.000     1.470386    1.804141
       1995  |   2.152389   .0881124    24.43   0.000     1.979595    2.325183
       1996  |   2.368659   .0893317    26.52   0.000     2.193473    2.543845
       1997  |   2.820316    .093047    30.31   0.000     2.637844    3.002787
       1998  |   3.299037   .0970242    34.00   0.000     3.108766    3.489308
       1999  |   3.553504   .0997309    35.63   0.000     3.357925    3.749083
       2000  |     3.7489   .1019954    36.76   0.000      3.54888     3.94892
       2001  |   2.961616   .0946573    31.29   0.000     2.775986    3.147245
       2002  |   1.818274   .0865387    21.01   0.000     1.648566    1.987982
       2003  |   1.603137   .0850928    18.84   0.000     1.436264     1.77001
       2004  |   2.071293   .0879059    23.56   0.000     1.898903    2.243683
       2005  |   2.479718   .0906611    27.35   0.000     2.301925     2.65751
       2006  |   2.954967   .0949939    31.11   0.000     2.768678    3.141257
       2007  |   2.943491   .0953388    30.87   0.000     2.756525    3.130457
       2008  |   1.866897   .0866974    21.53   0.000     1.696877    2.036916
       2009  |   -1.50403   .0844397   -17.81   0.000    -1.669622   -1.338438
       2010  |  -1.856375   .0863438   -21.50   0.000    -2.025701   -1.687049
       2011  |  -1.153926    .082733   -13.95   0.000    -1.316171   -.9916804
       2012  |  -.3506559   .0804651    -4.36   0.000    -.5084536   -.1928583
       2013  |   .2819473   .0804713     3.50   0.000     .1241376     .439757
       2014  |     1.5218   .0843088    18.05   0.000     1.356464    1.687135
       2015  |   2.420213   .0899586    26.90   0.000     2.243798    2.596627
       2016  |   2.823052   .0933121    30.25   0.000      2.64006    3.006043
       2017  |   3.329459   .0982731    33.88   0.000     3.136739     3.52218
       2018  |   3.785757   .1028425    36.81   0.000     3.584076    3.987438
       2019  |   3.985143   .1049813    37.96   0.000     3.779268    4.191018
             |
       _cons |  -7.534661   .1442463   -52.23   0.000    -7.817538   -7.251785
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 45.903           Prob > F = 0.000
First stage for age 26

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 858.62
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9610
                                                    Adj R-squared     = 0.9593
                                                    Root MSE          = 0.4194

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.001479   .0188747   106.04   0.000     1.964464    2.038494
             |
        year |
       1977  |    .711466   .0838348     8.49   0.000     .5470602    .8758718
       1978  |   1.715587   .0881794    19.46   0.000     1.542661    1.888513
       1979  |   1.995563   .0896821    22.25   0.000      1.81969    2.171436
       1980  |   .6572086   .0835324     7.87   0.000     .4933957    .8210214
       1981  |   .1460266   .0830573     1.76   0.079    -.0168544    .3089077
       1982  |  -1.960482   .0915116   -21.42   0.000    -2.139943   -1.781022
       1983  |  -1.812807   .0906964   -19.99   0.000    -1.990669   -1.634945
       1984  |   .3073851   .0830617     3.70   0.000     .1444955    .4702747
       1985  |   .6408568   .0833054     7.69   0.000     .4774893    .8042243
       1986  |   .8910023   .0836476    10.65   0.000     .7269636    1.055041
       1987  |   1.678834    .086579    19.39   0.000     1.509047    1.848621
       1988  |   2.308213   .0910691    25.35   0.000      2.12962    2.486806
       1989  |   2.467737   .0930305    26.53   0.000     2.285298    2.650176
       1990  |   2.121325   .0904335    23.46   0.000     1.943979    2.298671
       1991  |   .8623976   .0842538    10.24   0.000     .6971701    1.027625
       1992  |   .1655865   .0831481     1.99   0.047     .0025273    .3286456
       1993  |   .7870635   .0844094     9.32   0.000     .6215308    .9525962
       1994  |   1.672638   .0882174    18.96   0.000     1.499638    1.845639
       1995  |   2.197277     .09144    24.03   0.000     2.017957    2.376597
       1996  |   2.419422   .0927519    26.08   0.000     2.237529    2.601314
       1997  |   2.877326    .096701    29.75   0.000     2.687689    3.066964
       1998  |   3.367899   .1009538    33.36   0.000     3.169922    3.565876
       1999  |   3.624577   .1038166    34.91   0.000     3.420986    3.828169
       2000  |   3.825014    .106229    36.01   0.000     3.616692    4.033336
       2001  |   3.018439   .0983972    30.68   0.000     2.825475    3.211403
       2002  |   1.852666   .0897389    20.65   0.000     1.676682    2.028651
       2003  |   1.627428   .0881797    18.46   0.000     1.454502    1.800354
       2004  |   2.100417   .0911606    23.04   0.000     1.921645    2.279189
       2005  |   2.514086   .0940826    26.72   0.000     2.329583    2.698588
       2006  |   2.997713   .0986801    30.38   0.000     2.804195    3.191232
       2007  |   2.986136   .0990421    30.15   0.000     2.791907    3.180364
       2008  |   1.899579   .0899003    21.13   0.000     1.723278     2.07588
       2009  |  -1.536482   .0875151   -17.56   0.000    -1.708105   -1.364859
       2010  |  -1.886491   .0895182   -21.07   0.000    -2.062043    -1.71094
       2011  |  -1.166005   .0856598   -13.61   0.000     -1.33399   -.9980204
       2012  |  -.3511513   .0832568    -4.22   0.000    -.5144235    -.187879
       2013  |   .2840681   .0832643     3.41   0.001     .1207811    .4473551
       2014  |    1.54805   .0873585    17.72   0.000     1.376734    1.719366
       2015  |   2.461672   .0933737    26.36   0.000      2.27856    2.644784
       2016  |    2.86787   .0969212    29.59   0.000     2.677801    3.057939
       2017  |   3.383574   .1021883    33.11   0.000     3.183176    3.583972
       2018  |   3.852567   .1070647    35.98   0.000     3.642605    4.062528
       2019  |   4.054102   .1093251    37.08   0.000     3.839707    4.268496
             |
       _cons |  -7.666411   .1511817   -50.71   0.000    -7.962889   -7.369934
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 49.365           Prob > F = 0.000
First stage for age 27

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 837.69
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9600
                                                    Adj R-squared     = 0.9583
                                                    Root MSE          = 0.4243

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.021801   .0193338   104.57   0.000     1.983886    2.059716
             |
        year |
       1977  |   .7234495    .084838     8.53   0.000     .5570763    .8898226
       1978  |   1.744016   .0893291    19.52   0.000     1.568836    1.919197
       1979  |   2.026822   .0908774    22.30   0.000     1.848605    2.205039
       1980  |   .6571726    .084515     7.78   0.000     .4914329    .8229123
       1981  |   .1367918   .0840328     1.63   0.104    -.0280023    .3015859
       1982  |  -2.012621   .0928335   -21.68   0.000    -2.194674   -1.830569
       1983  |   -1.86224   .0919857   -20.24   0.000     -2.04263    -1.68185
       1984  |   .3045363   .0840362     3.62   0.000     .1397355    .4693371
       1985  |   .6478186   .0842894     7.69   0.000     .4825212    .8131159
       1986  |   .8963737   .0846382    10.59   0.000     .7303924    1.062355
       1987  |   1.703177   .0876771    19.43   0.000     1.531236    1.875118
       1988  |    2.35009   .0923384    25.45   0.000     2.169008    2.531172
       1989  |   2.515674   .0943734    26.66   0.000     2.330601    2.700746
       1990  |   2.163243    .091687    23.59   0.000     1.983438    2.343047
       1991  |   .8780121   .0852734    10.30   0.000     .7107851    1.045239
       1992  |   .1730242   .0841278     2.06   0.040     .0080438    .3380046
       1993  |   .8070066   .0854406     9.45   0.000     .6394518    .9745614
       1994  |    1.70761   .0893892    19.10   0.000     1.532311    1.882908
       1995  |   2.244026   .0927382    24.20   0.000     2.062161    2.425892
       1996  |   2.466398   .0940838    26.21   0.000     2.281893    2.650903
       1997  |    2.93255   .0981661    29.87   0.000      2.74004     3.12506
       1998  |   3.429101   .1025478    33.44   0.000     3.227998    3.630205
       1999  |    3.69178   .1055081    34.99   0.000     3.484872    3.898689
       2000  |   3.896553   .1079988    36.08   0.000      3.68476    4.108346
       2001  |   3.072894   .0998976    30.76   0.000     2.876988      3.2688
       2002  |    1.88235   .0909297    20.70   0.000     1.704031    2.060669
       2003  |   1.652779   .0893193    18.50   0.000     1.477618    1.827941
       2004  |   2.135814   .0924063    23.11   0.000     1.954599    2.317029
       2005  |   2.563884   .0954594    26.86   0.000     2.376682    2.751087
       2006  |   3.058825   .1002216    30.52   0.000     2.862284    3.255366
       2007  |   3.048119   .1005966    30.30   0.000     2.850842    3.245396
       2008  |   1.938608   .0911294    21.27   0.000     1.759897    2.117319
       2009  |  -1.577151   .0886858   -17.78   0.000     -1.75107   -1.403232
       2010  |  -1.931897   .0907606   -21.29   0.000    -2.109884   -1.753909
       2011  |  -1.192337    .086739   -13.75   0.000    -1.362438   -1.022236
       2012  |  -.3577305   .0842393    -4.25   0.000    -.5229295   -.1925315
       2013  |    .288427   .0842455     3.42   0.001     .1232159    .4536382
       2014  |   1.579436   .0884967    17.85   0.000     1.405888    1.752984
       2015  |   2.512746   .0947389    26.52   0.000     2.326957    2.698536
       2016  |   2.926997   .0984108    29.74   0.000     2.734006    3.119987
       2017  |   3.450598   .1038425    33.23   0.000     3.246956     3.65424
       2018  |   3.928689   .1088805    36.08   0.000     3.715167    4.142212
       2019  |   4.135302   .1112213    37.18   0.000     3.917189    4.353415
             |
       _cons |  -7.825569   .1546542   -50.60   0.000    -8.128857   -7.522282
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 45.646           Prob > F = 0.000
First stage for age 28

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 815.14
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9590
                                                    Adj R-squared     = 0.9572
                                                    Root MSE          = 0.4298

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.025946   .0196751   102.97   0.000     1.987362     2.06453
             |
        year |
       1977  |   .7180654   .0859347     8.36   0.000     .5495416    .8865893
       1978  |   1.739555   .0904991    19.22   0.000      1.56208     1.91703
       1979  |   2.025118   .0920834    21.99   0.000     1.844536      2.2057
       1980  |   .6492752   .0856048     7.58   0.000     .4813983    .8171521
       1981  |   .1276809   .0851228     1.50   0.134    -.0392507    .2946126
       1982  |   -2.03592   .0941772   -21.62   0.000    -2.220607   -1.851232
       1983  |  -1.893421   .0933416   -20.28   0.000     -2.07647   -1.710371
       1984  |   .2819137   .0851232     3.31   0.001     .1149814    .4488461
       1985  |   .6272512   .0853679     7.35   0.000     .4598389    .7946635
       1986  |    .881908   .0857217    10.29   0.000     .7138018    1.050014
       1987  |   1.691998   .0888012    19.05   0.000     1.517852    1.866143
       1988  |    2.33786   .0935274    25.00   0.000     2.154447    2.521274
       1989  |   2.502338   .0955887    26.18   0.000     2.314882    2.689794
       1990  |   2.145944   .0928465    23.11   0.000     1.963865    2.328022
       1991  |   .8547824    .086347     9.90   0.000       .68545    1.024115
       1992  |   .1468885   .0852069     1.72   0.085    -.0202081    .3139851
       1993  |   .7799864   .0865082     9.02   0.000      .610338    .9496348
       1994  |   1.687111   .0905072    18.64   0.000      1.50962    1.864602
       1995  |   2.226017   .0939096    23.70   0.000     2.041854     2.41018
       1996  |   2.458434   .0953182    25.79   0.000     2.271508    2.645359
       1997  |   2.924665   .0994673    29.40   0.000     2.729602    3.119727
       1998  |   3.424388   .1039387    32.95   0.000     3.220558    3.628219
       1999  |   3.688301    .106956    34.48   0.000     3.478553    3.898049
       2000  |   3.892907   .1094876    35.56   0.000     3.678194    4.107619
       2001  |   3.073421   .1012715    30.35   0.000     2.874821    3.272021
       2002  |   1.882249   .0921427    20.43   0.000      1.70155    2.062947
       2003  |   1.653526   .0905063    18.27   0.000     1.476037    1.831016
       2004  |   2.132746   .0936334    22.78   0.000     1.949125    2.316368
       2005  |   2.557957   .0967255    26.45   0.000     2.368271    2.747642
       2006  |   3.056042   .1015836    30.08   0.000      2.85683    3.255254
       2007  |   3.042339    .101949    29.84   0.000      2.84241    3.242268
       2008  |   1.927641    .092305    20.88   0.000     1.746625    2.108657
       2009  |  -1.591772   .0899046   -17.71   0.000    -1.768082   -1.415463
       2010  |  -1.949741   .0920367   -21.18   0.000    -2.130231    -1.76925
       2011  |  -1.211484   .0879237   -13.78   0.000    -1.383908   -1.039059
       2012  |  -.3763258   .0853452    -4.41   0.000    -.5436936   -.2089579
       2013  |   .2720617   .0853273     3.19   0.001      .104729    .4393945
       2014  |   1.567892   .0896314    17.49   0.000     1.392119    1.743665
       2015  |   2.505523   .0959872    26.10   0.000     2.317286    2.693761
       2016  |    2.92011   .0997212    29.28   0.000      2.72455     3.11567
       2017  |   3.448613   .1052707    32.76   0.000      3.24217    3.655056
       2018  |   3.929558    .110412    35.59   0.000     3.713032    4.146083
       2019  |    4.13371   .1127774    36.65   0.000     3.912546    4.354874
             |
       _cons |  -7.840083   .1571328   -49.89   0.000    -8.148232   -7.531935
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 47.497           Prob > F = 0.000
First stage for age 29

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 815.22
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9590
                                                    Adj R-squared     = 0.9572
                                                    Root MSE          = 0.4298

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.032767   .0197403   102.98   0.000     1.994055    2.071479
             |
        year |
       1977  |   .7265202   .0859423     8.45   0.000     .5579814     .895059
       1978  |   1.753658   .0905417    19.37   0.000       1.5761    1.931217
       1979  |   2.034138   .0921128    22.08   0.000     1.853498    2.214777
       1980  |   .6429741   .0855947     7.51   0.000     .4751171    .8108311
       1981  |   .1187485     .08512     1.40   0.163    -.0481777    .2856747
       1982  |   -2.05395    .094248   -21.79   0.000    -2.238776   -1.869123
       1983  |  -1.913251   .0934167   -20.48   0.000    -2.096447   -1.730054
       1984  |   .2767957   .0851191     3.25   0.001     .1098713      .44372
       1985  |   .6239322   .0853618     7.31   0.000     .4565318    .7913325
       1986  |   .8778472   .0857134    10.24   0.000     .7097573    1.045937
       1987  |   1.690933   .0887945    19.04   0.000     1.516801    1.865065
       1988  |   2.345303   .0935533    25.07   0.000     2.161839    2.528767
       1989  |   2.513719   .0956348    26.28   0.000     2.326172    2.701265
       1990  |    2.15925   .0928941    23.24   0.000     1.977078    2.341422
       1991  |   .8665203   .0863625    10.03   0.000     .6971575    1.035883
       1992  |    .162054   .0852101     1.90   0.057    -.0050488    .3291568
       1993  |   .8035746   .0865456     9.28   0.000     .6338527    .9732965
       1994  |   1.711736   .0905848    18.90   0.000     1.534093    1.889379
       1995  |   2.250979   .0940081    23.94   0.000     2.066623    2.435335
       1996  |   2.480266   .0954096    26.00   0.000     2.293161    2.667371
       1997  |   2.946113   .0995708    29.59   0.000     2.750848    3.141378
       1998  |   3.448015   .1040658    33.13   0.000     3.243935    3.652095
       1999  |   3.711758   .1070891    34.66   0.000     3.501749    3.921767
       2000  |   3.918961   .1096419    35.74   0.000     3.703946    4.133976
       2001  |   3.090936   .1013592    30.49   0.000     2.892164    3.289708
       2002  |   1.896038     .09219    20.57   0.000     1.715247    2.076829
       2003  |   1.661404   .0905284    18.35   0.000     1.483872    1.838937
       2004  |   2.142504   .0936688    22.87   0.000     1.958813    2.326194
       2005  |   2.565699   .0967569    26.52   0.000     2.375952    2.755445
       2006  |    3.06421   .1016223    30.15   0.000     2.864922    3.263498
       2007  |   3.053784   .1020056    29.94   0.000     2.853744    3.253824
       2008  |   1.936946   .0923359    20.98   0.000     1.755869    2.118024
       2009  |  -1.603946   .0899388   -17.83   0.000    -1.780322    -1.42757
       2010  |  -1.958379   .0920646   -21.27   0.000    -2.138924   -1.777834
       2011  |  -1.209841   .0879159   -13.76   0.000     -1.38225   -1.037432
       2012  |   -.366548   .0853347    -4.30   0.000    -.5338952   -.1992007
       2013  |   .2800761   .0853292     3.28   0.001     .1127397    .4474124
       2014  |   1.583242   .0896743    17.66   0.000     1.407384    1.759099
       2015  |   2.523678   .0960645    26.27   0.000     2.335289    2.712067
       2016  |   2.937035   .0998024    29.43   0.000     2.741315    3.132754
       2017  |    3.46635   .1053673    32.90   0.000     3.259718    3.672983
       2018  |   3.948823   .1105262    35.73   0.000     3.732073    4.165572
       2019  |   4.153348   .1128974    36.79   0.000     3.931948    4.374747
             |
       _cons |  -7.879656     .15748   -50.04   0.000    -8.188485   -7.570827
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 46.329           Prob > F = 0.000
First stage for age 30

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 818.23
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9591
                                                    Adj R-squared     = 0.9574
                                                    Root MSE          = 0.4291

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.035655    .019727   103.19   0.000     1.996969    2.074341
             |
        year |
       1977  |   .7247668   .0857898     8.45   0.000     .5565272    .8930064
       1978  |   1.751636   .0903737    19.38   0.000     1.574407    1.928865
       1979  |   2.030006   .0919324    22.08   0.000      1.84972    2.210292
       1980  |   .6223393   .0854244     7.29   0.000     .4548162    .7898624
       1981  |   .0992906   .0849739     1.17   0.243    -.0673491    .2659303
       1982  |  -2.082519    .094197   -22.11   0.000    -2.267246   -1.897793
       1983  |   -1.94472   .0933745   -20.83   0.000    -2.127833   -1.761606
       1984  |   .2574453   .0849694     3.03   0.002     .0908145    .4240761
       1985  |   .6073589   .0852009     7.13   0.000      .440274    .7744438
       1986  |   .8675354    .085552    10.14   0.000      .699762    1.035309
       1987  |   1.684932   .0886208    19.01   0.000     1.511141    1.858724
       1988  |   2.344764   .0933826    25.11   0.000     2.161635    2.527894
       1989  |   2.514625   .0954653    26.34   0.000     2.327411    2.701839
       1990  |    2.16034   .0927313    23.30   0.000     1.978487    2.342192
       1991  |   .8621441   .0862041    10.00   0.000      .693092    1.031196
       1992  |   .1559914   .0850589     1.83   0.067    -.0108149    .3227978
       1993  |   .7999756   .0863876     9.26   0.000     .6305635    .9693876
       1994  |   1.716312   .0904385    18.98   0.000     1.538956    1.893668
       1995  |   2.258469   .0938693    24.06   0.000     2.074385    2.442553
       1996  |   2.487672    .095269    26.11   0.000     2.300843    2.674501
       1997  |   2.953787   .0994266    29.71   0.000     2.758805    3.148769
       1998  |   3.454283   .1039074    33.24   0.000     3.250513    3.658052
       1999  |   3.718334   .1069275    34.77   0.000     3.508642    3.928026
       2000  |    3.92499   .1094725    35.85   0.000     3.710307    4.139674
       2001  |    3.09298   .1011829    30.57   0.000     2.894553    3.291406
       2002  |   1.891611   .0920082    20.56   0.000     1.711177    2.072046
       2003  |   1.654524   .0903444    18.31   0.000     1.477352    1.831695
       2004  |   2.137846   .0934811    22.87   0.000     1.954523    2.321168
       2005  |   2.565302   .0965789    26.56   0.000     2.375904      2.7547
       2006  |   3.067164   .1014503    30.23   0.000     2.868213    3.266115
       2007  |   3.053386   .1018149    29.99   0.000      2.85372    3.253052
       2008  |   1.936375   .0921681    21.01   0.000     1.755627    2.117123
       2009  |  -1.617084   .0898201   -18.00   0.000    -1.793227   -1.440941
       2010  |  -1.969025    .091939   -21.42   0.000    -2.149324   -1.788727
       2011  |  -1.218442   .0877818   -13.88   0.000    -1.390588   -1.046296
       2012  |  -.3785212   .0851944    -4.44   0.000    -.5455932   -.2114492
       2013  |   .2676635    .085172     3.14   0.002     .1006353    .4346917
       2014  |   1.580453   .0895065    17.66   0.000     1.404925    1.755982
       2015  |   2.527184   .0959057    26.35   0.000     2.339107    2.715262
       2016  |   2.940633   .0996373    29.51   0.000     2.745238    3.136029
       2017  |   3.473958   .1052144    33.02   0.000     3.267625     3.68029
       2018  |   3.955576   .1103597    35.84   0.000     3.739153    4.171999
       2019  |   4.160522   .1127293    36.91   0.000     3.939452    4.381592
             |
       _cons |  -7.898474    .157327   -50.20   0.000    -8.207003   -7.589945
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 51.791           Prob > F = 0.000
First stage for age 31

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 829.30
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9597
                                                    Adj R-squared     = 0.9579
                                                    Root MSE          = 0.4264

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.054658   .0197602   103.98   0.000     2.015907    2.093409
             |
        year |
       1977  |   .7437067   .0852709     8.72   0.000     .5764846    .9109288
       1978  |   1.786715   .0899048    19.87   0.000     1.610406    1.963024
       1979  |   2.073465   .0914948    22.66   0.000     1.894037    2.252892
       1980  |    .648038   .0849093     7.63   0.000     .4815251     .814551
       1981  |   .1137019   .0844354     1.35   0.178    -.0518817    .2792854
       1982  |  -2.105926    .093677   -22.48   0.000    -2.289633    -1.92222
       1983  |  -1.965539   .0928473   -21.17   0.000    -2.147619   -1.783459
       1984  |   .2707853   .0844334     3.21   0.001     .1052056     .436365
       1985  |   .6276115   .0846766     7.41   0.000     .4615549    .7936681
       1986  |   .8948526    .085041    10.52   0.000     .7280815    1.061624
       1987  |    1.73342   .0881852    19.66   0.000     1.560483    1.906358
       1988  |   2.407359   .0930233    25.88   0.000     2.224934    2.589784
       1989  |   2.580453    .095127    27.13   0.000     2.393902    2.767003
       1990  |   2.219113   .0923542    24.03   0.000        2.038    2.400226
       1991  |   .8948301   .0857098    10.44   0.000     .7267473    1.062913
       1992  |   .1775016    .084531     2.10   0.036     .0117305    .3432727
       1993  |   .8309472   .0858924     9.67   0.000     .6625063    .9993881
       1994  |   1.757884   .0899912    19.53   0.000     1.581405    1.934363
       1995  |   2.305413   .0934473    24.67   0.000     2.122156    2.488669
       1996  |   2.535022   .0948491    26.73   0.000     2.349016    2.721028
       1997  |   3.009608   .0990441    30.39   0.000     2.815376     3.20384
       1998  |   3.522708   .1035873    34.01   0.000     3.319567     3.72585
       1999  |   3.791522   .1066306    35.56   0.000     3.582412    4.000632
       2000  |   4.006414    .109221    36.68   0.000     3.792225    4.220604
       2001  |   3.163627   .1008762    31.36   0.000     2.965802    3.361453
       2002  |   1.945901   .0916111    21.24   0.000     1.766246    2.125557
       2003  |   1.702676   .0899186    18.94   0.000     1.526339    1.879013
       2004  |    2.19497   .0931001    23.58   0.000     2.012394    2.377545
       2005  |   2.628617   .0962318    27.32   0.000       2.4399    2.817334
       2006  |   3.134394   .1011255    31.00   0.000      2.93608    3.332708
       2007  |   3.123127   .1015034    30.77   0.000     2.924072    3.322182
       2008  |   1.986611   .0917564    21.65   0.000      1.80667    2.166551
       2009  |  -1.631145   .0892845   -18.27   0.000    -1.806238   -1.456052
       2010  |  -1.988992   .0914145   -21.76   0.000    -2.168262   -1.809722
       2011  |  -1.226082   .0872385   -14.05   0.000    -1.397163   -1.055002
       2012  |   -.370501   .0846499    -4.38   0.000    -.5365052   -.2044968
       2013  |   .2891668   .0846479     3.42   0.001     .1231666    .4551671
       2014  |   1.624143   .0890626    18.24   0.000     1.449485    1.798801
       2015  |   2.586779   .0955406    27.08   0.000     2.399417    2.774141
       2016  |     3.0091   .0993186    30.30   0.000      2.81433    3.203871
       2017  |   3.548078   .1049251    33.82   0.000     3.342313    3.753844
       2018  |   4.042267   .1101392    36.70   0.000     3.826277    4.258258
       2019  |   4.247349   .1125058    37.75   0.000     4.026717     4.46798
             |
       _cons |  -8.061718   .1576153   -51.15   0.000    -8.370812   -7.752624
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 51.072           Prob > F = 0.000
First stage for age 32

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 776.25
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9571
                                                    Adj R-squared     = 0.9552
                                                    Root MSE          = 0.4398

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.041742    .020388   100.14   0.000      2.00176    2.081725
             |
        year |
       1977  |   .7320703   .0879642     8.32   0.000     .5595666     .904574
       1978  |   1.763029   .0927392    19.01   0.000     1.581161    1.944897
       1979  |   2.044425   .0943689    21.66   0.000     1.859361    2.229489
       1980  |   .6316987   .0875854     7.21   0.000     .4599378    .8034596
       1981  |   .0953784   .0871095     1.09   0.274    -.0754494    .2662062
       1982  |  -2.102468   .0967436   -21.73   0.000    -2.292189   -1.912747
       1983  |  -1.962378   .0958795   -20.47   0.000    -2.150404   -1.774352
       1984  |   .2530466    .087104     2.91   0.004     .0822297    .4238636
       1985  |   .6180893   .0873522     7.08   0.000     .4467857     .789393
       1986  |   .8874803   .0877314    10.12   0.000     .7154331    1.059527
       1987  |   1.720707   .0909881    18.91   0.000     1.542273    1.899141
       1988  |   2.384283   .0959794    24.84   0.000     2.196061    2.572505
       1989  |   2.552452   .0981429    26.01   0.000     2.359987    2.744917
       1990  |   2.193844   .0952755    23.03   0.000     2.007002    2.380685
       1991  |   .8763559   .0884073     9.91   0.000     .7029832    1.049729
       1992  |   .1645646   .0872011     1.89   0.059    -.0064427    .3355719
       1993  |   .8173644   .0886048     9.22   0.000     .6436042    .9911246
       1994  |   1.739544   .0928473    18.74   0.000     1.557464    1.921624
       1995  |   2.282384   .0964201    23.67   0.000     2.093298    2.471471
       1996  |    2.51565   .0978935    25.70   0.000     2.323674    2.707626
       1997  |   2.982298   .1022159    29.18   0.000     2.781845     3.18275
       1998  |   3.491288    .106915    32.65   0.000      3.28162    3.700955
       1999  |   3.758638   .1100691    34.15   0.000     3.542785    3.974491
       2000  |   3.968488   .1127296    35.20   0.000     3.747418    4.189558
       2001  |   3.135322   .1041148    30.11   0.000     2.931146    3.339498
       2002  |   1.926098   .0945252    20.38   0.000     1.740727    2.111468
       2003  |   1.686466   .0927792    18.18   0.000     1.504519    1.868412
       2004  |   2.170996   .0960554    22.60   0.000     1.982625    2.359367
       2005  |   2.599832   .0992866    26.19   0.000     2.405124     2.79454
       2006  |   3.105128   .1043686    29.75   0.000     2.900454    3.309802
       2007  |   3.093587   .1047599    29.53   0.000     2.888146    3.299028
       2008  |   1.971901   .0946961    20.82   0.000     1.786195    2.157606
       2009  |  -1.607563   .0920962   -17.46   0.000     -1.78817   -1.426956
       2010  |   -1.96197   .0942933   -20.81   0.000    -2.146886   -1.777054
       2011  |  -1.205682   .0899847   -13.40   0.000    -1.382148   -1.029215
       2012  |  -.3633948   .0873264    -4.16   0.000    -.5346479   -.1921417
       2013  |   .2842467   .0873259     3.26   0.001     .1129946    .4554988
       2014  |   1.603848   .0918766    17.46   0.000     1.423672    1.784025
       2015  |   2.556585   .0985621    25.94   0.000     2.363298    2.749872
       2016  |   2.976474   .1024733    29.05   0.000     2.775517    3.177431
       2017  |   3.511864   .1082769    32.43   0.000     3.299525    3.724202
       2018  |   3.999615   .1136533    35.19   0.000     3.776733    4.222497
       2019  |   4.204791   .1161122    36.21   0.000     3.977087    4.432495
             |
       _cons |  -7.977125   .1627197   -49.02   0.000    -8.296229   -7.658021
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 45.351           Prob > F = 0.000
First stage for age 33

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 761.32
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9563
                                                    Adj R-squared     = 0.9544
                                                    Root MSE          = 0.4439

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.046884   .0206677    99.04   0.000     2.006353    2.087415
             |
        year |
       1977  |   .7393344   .0887847     8.33   0.000     .5652214    .9134473
       1978  |    1.77287   .0936459    18.93   0.000     1.589224    1.956516
       1979  |   2.052332   .0952932    21.54   0.000     1.865455    2.239208
       1980  |   .6351969   .0883944     7.19   0.000     .4618494    .8085443
       1981  |   .1017178   .0879078     1.16   0.247    -.0706754     .274111
       1982  |  -2.098031   .0976481   -21.49   0.000    -2.289525   -1.906536
       1983  |  -1.961291   .0967879   -20.26   0.000    -2.151099   -1.771484
       1984  |   .2630984   .0879037     2.99   0.003     .0907132    .4354836
       1985  |   .6292321    .088163     7.14   0.000     .4563384    .8021259
       1986  |    .905559   .0885606    10.23   0.000     .7318856    1.079232
       1987  |    1.74136   .0918985    18.95   0.000     1.561141     1.92158
       1988  |   2.405002   .0969818    24.80   0.000     2.214814     2.59519
       1989  |   2.570259   .0991679    25.92   0.000     2.375784    2.764734
       1990  |   2.206281   .0962317    22.93   0.000     2.017564    2.394998
       1991  |    .879997   .0892297     9.86   0.000     .7050114    1.054982
       1992  |    .165952    .088002     1.89   0.059    -.0066259      .33853
       1993  |   .8182931   .0894253     9.15   0.000      .642924    .9936621
       1994  |   1.743977   .0937368    18.61   0.000     1.560153    1.927802
       1995  |   2.291297   .0973787    23.53   0.000      2.10033    2.482263
       1996  |   2.524741   .0988743    25.53   0.000     2.330842     2.71864
       1997  |   2.990996   .1032556    28.97   0.000     2.788505    3.193488
       1998  |    3.50166   .1080284    32.41   0.000     3.289809    3.713511
       1999  |   3.772602   .1112473    33.91   0.000     3.554439    3.990766
       2000  |    3.98785   .1139788    34.99   0.000      3.76433     4.21137
       2001  |   3.152421   .1052271    29.96   0.000     2.946063    3.358778
       2002  |   1.941754   .0954824    20.34   0.000     1.754507    2.129002
       2003  |   1.700082   .0936998    18.14   0.000      1.51633    1.883834
       2004  |   2.183023   .0970219    22.50   0.000     1.992756    2.373289
       2005  |     2.6136   .1003099    26.06   0.000     2.416886    2.810315
       2006  |   3.120672    .105476    29.59   0.000     2.913826    3.327517
       2007  |   3.107837   .1058656    29.36   0.000     2.900227    3.315446
       2008  |    1.98135   .0956314    20.72   0.000     1.793811     2.16889
       2009  |  -1.610486     .09297   -17.32   0.000    -1.792807   -1.428166
       2010  |  -1.967283   .0952065   -20.66   0.000    -2.153989   -1.780576
       2011  |  -1.207277   .0908255   -13.29   0.000    -1.385392   -1.029162
       2012  |  -.3633228   .0881283    -4.12   0.000    -.5361483   -.1904972
       2013  |   .2881129   .0881306     3.27   0.001     .1152828    .4609431
       2014  |   1.612074   .0927644    17.38   0.000     1.430157    1.793992
       2015  |   2.568735   .0995669    25.80   0.000     2.373478    2.763993
       2016  |   2.989513   .1035396    28.87   0.000     2.786465    3.192561
       2017  |   3.525485   .1094283    32.22   0.000     3.310888    3.740081
       2018  |   4.017475   .1149056    34.96   0.000     3.792138    4.242813
       2019  |   4.222343   .1173962    35.97   0.000     3.992121    4.452565
             |
       _cons |  -8.008864   .1647877   -48.60   0.000    -8.332024   -7.685704
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 46.588           Prob > F = 0.000
First stage for age 34

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 768.44
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9567
                                                    Adj R-squared     = 0.9548
                                                    Root MSE          = 0.4419

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |    2.05061   .0205953    99.57   0.000     2.010222    2.090999
             |
        year |
       1977  |   .7481798    .088408     8.46   0.000     .5748056    .9215539
       1978  |   1.786556    .093274    19.15   0.000      1.60364    1.969473
       1979  |   2.070915   .0949359    21.81   0.000     1.884739    2.257091
       1980  |   .6485623   .0880218     7.37   0.000     .4759455    .8211791
       1981  |   .1135045   .0875226     1.30   0.195    -.0581334    .2851424
       1982  |  -2.094465   .0971887   -21.55   0.000    -2.285059   -1.903872
       1983  |  -1.959237   .0963407   -20.34   0.000    -2.148168   -1.770307
       1984  |   .2720483   .0875207     3.11   0.002     .1004143    .4436823
       1985  |   .6417536   .0877874     7.31   0.000     .4695964    .8139107
       1986  |   .9198461   .0881903    10.43   0.000     .7468988    1.092793
       1987  |   1.761409   .0915488    19.24   0.000     1.581876    1.940943
       1988  |   2.426569   .0966337    25.11   0.000     2.237064    2.616074
       1989  |   2.589201    .098803    26.21   0.000     2.395442    2.782961
       1990  |   2.219418   .0958502    23.16   0.000     2.031449    2.407387
       1991  |   .8841843   .0888449     9.95   0.000     .7099534    1.058415
       1992  |   .1634798   .0876165     1.87   0.062     -.008342    .3353017
       1993  |   .8254636   .0890453     9.27   0.000     .6508398    1.000087
       1994  |   1.758021   .0933659    18.83   0.000     1.574925    1.941118
       1995  |   2.308883   .0970126    23.80   0.000     2.118635    2.499132
       1996  |   2.548007   .0985301    25.86   0.000     2.354783    2.741231
       1997  |   3.013038   .1028941    29.28   0.000     2.811255     3.21482
       1998  |   3.527478    .107673    32.76   0.000     3.316324    3.738633
       1999  |   3.800537   .1108941    34.27   0.000     3.583066    4.018008
       2000  |   4.018017   .1136304    35.36   0.000      3.79518    4.240854
       2001  |    3.18004   .1048902    30.32   0.000     2.974343    3.385736
       2002  |   1.959826   .0951227    20.60   0.000     1.773284    2.146368
       2003  |   1.716502   .0933373    18.39   0.000     1.533461    1.899543
       2004  |   2.203507   .0966691    22.79   0.000     2.013932    2.393082
       2005  |   2.636125   .0999591    26.37   0.000     2.440099    2.832152
       2006  |    3.14231   .1051052    29.90   0.000     2.936192    3.348429
       2007  |   3.124967   .1054681    29.63   0.000     2.918137    3.331798
       2008  |   1.995103   .0952543    20.95   0.000     1.808302    2.181903
       2009  |  -1.611722   .0925588   -17.41   0.000    -1.793237   -1.430208
       2010  |   -1.96679   .0947756   -20.75   0.000    -2.152652   -1.780929
       2011  |  -1.203298   .0904135   -13.31   0.000    -1.380605   -1.025991
       2012  |  -.3584533   .0877396    -4.09   0.000    -.5305167   -.1863899
       2013  |   .2913968   .0877478     3.32   0.001     .1193174    .4634763
       2014  |   1.626421   .0923966    17.60   0.000     1.445225    1.807617
       2015  |   2.593043   .0992263    26.13   0.000     2.398454    2.787633
       2016  |   3.015134   .1031963    29.22   0.000     2.812759    3.217509
       2017  |   3.552584    .109076    32.57   0.000     3.338679     3.76649
       2018  |   4.045852   .1145424    35.32   0.000     3.821227    4.270478
       2019  |   4.252336   .1170345    36.33   0.000     4.022823    4.481849
             |
       _cons |  -8.056058   .1643732   -49.01   0.000    -8.378406   -7.733711
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 45.016           Prob > F = 0.000
First stage for age 35

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 731.19
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9546
                                                    Adj R-squared     = 0.9526
                                                    Root MSE          = 0.4524

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.058196   .0212698    96.77   0.000     2.016484    2.099907
             |
        year |
       1977  |    .748936   .0905051     8.28   0.000     .5714492    .9264227
       1978  |    1.79009   .0955478    18.74   0.000     1.602714    1.977465
       1979  |   2.078084   .0972817    21.36   0.000     1.887308     2.26886
       1980  |    .643201   .0900987     7.14   0.000     .4665113    .8198907
       1981  |   .1025191   .0895896     1.14   0.253    -.0731724    .2782105
       1982  |  -2.118523   .0996897   -21.25   0.000    -2.314021   -1.923024
       1983  |   -1.97727   .0987829   -20.02   0.000     -2.17099    -1.78355
       1984  |   .2690226    .089586     3.00   0.003     .0933382    .4447069
       1985  |   .6488737    .089868     7.22   0.000     .4726364    .8251111
       1986  |   .9381685   .0903026    10.39   0.000     .7610789    1.115258
       1987  |   1.791004   .0938424    19.09   0.000     1.606972    1.975035
       1988  |   2.460689    .099158    24.82   0.000     2.266234    2.655145
       1989  |   2.617469   .1013852    25.82   0.000     2.418646    2.816292
       1990  |   2.237069   .0982726    22.76   0.000      2.04435    2.429789
       1991  |   .8828736   .0909535     9.71   0.000     .7045076     1.06124
       1992  |   .1595851   .0896835     1.78   0.075    -.0162903    .3354605
       1993  |    .826664   .0911653     9.07   0.000     .6478825    1.005445
       1994  |    1.76801   .0956663    18.48   0.000     1.580402    1.955618
       1995  |   2.322855   .0994615    23.35   0.000     2.127804    2.517906
       1996  |   2.563944   .1010429    25.37   0.000     2.365792    2.762096
       1997  |   3.032039   .1055785    28.72   0.000     2.824992    3.239085
       1998  |   3.555047   .1105765    32.15   0.000     3.338199    3.771895
       1999  |   3.829854    .113922    33.62   0.000     3.606445    4.053263
       2000  |   4.047358   .1167537    34.67   0.000     3.818396    4.276319
       2001  |   3.206217   .1076861    29.77   0.000     2.995037    3.417397
       2002  |   1.976312    .097513    20.27   0.000     1.785083    2.167542
       2003  |   1.729165   .0956463    18.08   0.000     1.541596    1.916734
       2004  |   2.216235   .0991001    22.36   0.000     2.021893    2.410577
       2005  |   2.649839   .1025119    25.85   0.000     2.448806    2.850872
       2006  |   3.157812   .1078473    29.28   0.000     2.946316    3.369308
       2007  |   3.139772   .1082188    29.01   0.000     2.927548    3.351997
       2008  |   2.009109   .0976394    20.58   0.000     1.817632    2.200587
       2009  |   -1.61858    .094819   -17.07   0.000    -1.804527   -1.432634
       2010  |  -1.974801   .0971191   -20.33   0.000    -2.165258   -1.784343
       2011  |  -1.207749   .0925895   -13.04   0.000    -1.389323   -1.026175
       2012  |  -.3638726   .0898168    -4.05   0.000    -.5400095   -.1877358
       2013  |   .2878954   .0898186     3.21   0.001      .111755    .4640359
       2014  |   1.633954   .0946532    17.26   0.000     1.448333    1.819576
       2015  |    2.60824   .1017604    25.63   0.000     2.408681    2.807799
       2016  |   3.035235   .1058975    28.66   0.000     2.827563    3.242908
       2017  |   3.574615   .1119947    31.92   0.000     3.354985    3.794244
       2018  |   4.073804   .1176879    34.62   0.000      3.84301    4.304598
       2019  |     4.2793   .1202583    35.58   0.000     4.043465    4.515135
             |
       _cons |  -8.113622   .1695579   -47.85   0.000    -8.446137   -7.781108
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 46.813           Prob > F = 0.000
First stage for age 36

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 752.48
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9558
                                                    Adj R-squared     = 0.9539
                                                    Root MSE          = 0.4463

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.066051   .0210015    98.38   0.000     2.024866    2.107236
             |
        year |
       1977  |    .751242   .0892926     8.41   0.000     .5761332    .9263509
       1978  |   1.798053   .0942635    19.07   0.000     1.613196    1.982911
       1979  |   2.084525   .0959619    21.72   0.000     1.896338    2.272713
       1980  |   .6253623   .0888715     7.04   0.000     .4510792    .7996455
       1981  |   .0814909   .0883943     0.92   0.357    -.0918564    .2548382
       1982  |  -2.164027   .0985024   -21.97   0.000    -2.357197   -1.970857
       1983  |   -2.02719   .0976237   -20.77   0.000    -2.218637   -1.835744
       1984  |   .2436183   .0883862     2.76   0.006      .070287    .4169497
       1985  |   .6195187   .0886413     6.99   0.000     .4456871    .7933503
       1986  |   .9080582   .0890527    10.20   0.000     .7334198    1.082697
       1987  |   1.763548   .0924799    19.07   0.000     1.582188    1.944907
       1988  |    2.44441   .0977067    25.02   0.000       2.2528    2.636019
       1989  |   2.617846   .0999646    26.19   0.000     2.421809    2.813884
       1990  |   2.249789   .0969617    23.20   0.000     2.059641    2.439938
       1991  |   .8891284     .08974     9.91   0.000     .7131422    1.065115
       1992  |   .1568164   .0884821     1.77   0.076    -.0167031    .3303359
       1993  |   .8301313   .0899433     9.23   0.000     .6537464    1.006516
       1994  |    1.77837   .0943885    18.84   0.000     1.593268    1.963473
       1995  |   2.336846   .0981369    23.81   0.000     2.144393    2.529299
       1996  |   2.576441   .0996856    25.85   0.000     2.380951    2.771931
       1997  |   3.050854   .1041792    29.28   0.000     2.846551    3.255156
       1998  |   3.570536   .1090762    32.73   0.000      3.35663    3.784442
       1999  |    3.84739   .1123784    34.24   0.000     3.627009    4.067772
       2000  |   4.065275   .1151652    35.30   0.000     3.839428    4.291122
       2001  |   3.213826   .1061896    30.26   0.000     3.005581    3.422071
       2002  |   1.977564   .0961684    20.56   0.000     1.788972    2.166157
       2003  |   1.729039   .0943316    18.33   0.000     1.544049     1.91403
       2004  |   2.220955    .097741    22.72   0.000     2.029278    2.412632
       2005  |   2.655776   .1010977    26.27   0.000     2.457516    2.854035
       2006  |   3.176309   .1064096    29.85   0.000     2.967633    3.384986
       2007  |   3.160656   .1067886    29.60   0.000     2.951236    3.370076
       2008  |   2.015504   .0963132    20.93   0.000     1.826627    2.204381
       2009  |  -1.650131   .0936258   -17.62   0.000    -1.833738   -1.466525
       2010  |  -2.010791   .0959184   -20.96   0.000    -2.198894   -1.822688
       2011  |  -1.234801   .0914032   -13.51   0.000    -1.414049   -1.055553
       2012  |   -.380119   .0886262    -4.29   0.000     -.553921   -.2063169
       2013  |   .2792404   .0886097     3.15   0.002     .1054707      .45301
       2014  |   1.638507   .0933727    17.55   0.000     1.455397    1.821618
       2015  |   2.621524    .100395    26.11   0.000     2.424643    2.818406
       2016  |   3.049375   .1044677    29.19   0.000     2.844507    3.254244
       2017  |   3.595226   .1105018    32.54   0.000     3.378524    3.811927
       2018  |   4.095813   .1161108    35.28   0.000     3.868112    4.323514
       2019  |    4.30255   .1186474    36.26   0.000     4.069874    4.535225
             |
       _cons |  -8.176508   .1674464   -48.83   0.000    -8.504882   -7.848134
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 47.561           Prob > F = 0.000
First stage for age 37

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 736.21
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9549
                                                    Adj R-squared     = 0.9529
                                                    Root MSE          = 0.4509

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |     2.0712     .02132    97.15   0.000      2.02939     2.11301
             |
        year |
       1977  |   .7549666    .090223     8.37   0.000     .5780332       .9319
       1978  |    1.80567   .0952894    18.95   0.000     1.618801    1.992539
       1979  |   2.097729   .0970385    21.62   0.000      1.90743    2.288028
       1980  |   .6430449   .0898094     7.16   0.000     .4669226    .8191672
       1981  |   .0957344   .0893037     1.07   0.284    -.0793964    .2708652
       1982  |  -2.158967   .0995398   -21.69   0.000    -2.354172   -1.963763
       1983  |  -2.026196   .0986671   -20.54   0.000    -2.219688   -1.832703
       1984  |   .2548702   .0892982     2.85   0.004     .0797504    .4299901
       1985  |    .637803    .089571     7.12   0.000     .4621482    .8134578
       1986  |   .9320032   .0900045    10.36   0.000     .7554982    1.108508
       1987  |   1.798176   .0935579    19.22   0.000     1.614703    1.981649
       1988  |   2.479941   .0989123    25.07   0.000     2.285967    2.673915
       1989  |   2.646397   .1011841    26.15   0.000     2.447968    2.844826
       1990  |   2.272767   .0980974    23.17   0.000     2.080391    2.465142
       1991  |   .9010366   .0906929     9.94   0.000     .7231817    1.078892
       1992  |   .1604876   .0893967     1.80   0.073    -.0148254    .3358006
       1993  |   .8331248   .0908836     9.17   0.000     .6548958    1.011354
       1994  |   1.786518   .0954184    18.72   0.000     1.599396     1.97364
       1995  |   2.349377   .0992483    23.67   0.000     2.154745     2.54401
       1996  |   2.592029   .1008376    25.70   0.000      2.39428    2.789779
       1997  |   3.065503   .1054016    29.08   0.000     2.858803    3.272202
       1998  |   3.595307   .1104381    32.55   0.000      3.37873    3.811883
       1999  |   3.871931   .1137936    34.03   0.000     3.648774    4.095088
       2000  |   4.094098   .1166539    35.10   0.000     3.865331    4.322864
       2001  |   3.245499    .107542    30.18   0.000     3.034602    3.456397
       2002  |   2.002064   .0972948    20.58   0.000     1.811263    2.192866
       2003  |   1.751769   .0954133    18.36   0.000     1.564657    1.938881
       2004  |   2.244007   .0988922    22.69   0.000     2.050073    2.437941
       2005  |   2.682673   .1023307    26.22   0.000     2.481996    2.883351
       2006  |   3.201136   .1077265    29.72   0.000     2.989877    3.412395
       2007  |   3.182249   .1080933    29.44   0.000     2.970271    3.394228
       2008  |   2.039153   .0974389    20.93   0.000     1.848069    2.230238
       2009  |  -1.634092   .0945605   -17.28   0.000    -1.819531   -1.448652
       2010  |  -1.995574   .0968804   -20.60   0.000    -2.185563   -1.805585
       2011  |  -1.220246   .0923214   -13.22   0.000    -1.401294   -1.039197
       2012  |  -.3681962   .0895322    -4.11   0.000    -.5437749   -.1926175
       2013  |   .2899196   .0895323     3.24   0.001     .1143406    .4654985
       2014  |   1.655166   .0944137    17.53   0.000     1.470015    1.840318
       2015  |   2.640549   .1015761    26.00   0.000     2.441351    2.839746
       2016  |    3.06792   .1057162    29.02   0.000     2.860603    3.275237
       2017  |   3.615114   .1118573    32.32   0.000     3.395754    3.834474
       2018  |   4.122483   .1176005    35.05   0.000     3.891861    4.353106
       2019  |   4.329702   .1201809    36.03   0.000     4.094019    4.565385
             |
       _cons |  -8.223573   .1699589   -48.39   0.000    -8.556874   -7.890272
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 48.554           Prob > F = 0.000
First stage for age 38

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 718.76
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9539
                                                    Adj R-squared     = 0.9518
                                                    Root MSE          = 0.4560

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.068012   .0215837    95.81   0.000     2.025685     2.11034
             |
        year |
       1977  |   .7556488   .0912486     8.28   0.000     .5767041    .9345936
       1978  |    1.80446   .0963925    18.72   0.000     1.615428    1.993492
       1979  |   2.095347   .0981646    21.35   0.000     1.902839    2.287854
       1980  |   .6422921   .0908263     7.07   0.000     .4641755    .8204087
       1981  |   .0960805   .0903131     1.06   0.288    -.0810297    .2731907
       1982  |  -2.159752   .1007196   -21.44   0.000     -2.35727   -1.962234
       1983  |   -2.02187     .09981   -20.26   0.000    -2.217604   -1.826136
       1984  |   .2588732   .0903078     2.87   0.004     .0817734     .435973
       1985  |   .6445457   .0905903     7.11   0.000     .4668918    .8221995
       1986  |   .9485804   .0910474    10.42   0.000     .7700302    1.127131
       1987  |   1.816567   .0946948    19.18   0.000     1.630864     2.00227
       1988  |   2.494151   .1001425    24.91   0.000     2.297765    2.690538
       1989  |   2.653613   .1024222    25.91   0.000     2.452756     2.85447
       1990  |   2.276819    .099268    22.94   0.000     2.082147     2.47149
       1991  |     .90993   .0917416     9.92   0.000     .7300185    1.089841
       1992  |   .1660413   .0904104     1.84   0.066    -.0112597    .3433423
       1993  |   .8348925   .0919225     9.08   0.000     .6546261    1.015159
       1994  |   1.788538   .0965355    18.53   0.000     1.599226    1.977851
       1995  |   2.349274   .1004193    23.39   0.000     2.152345    2.546203
       1996  |    2.59373   .1020429    25.42   0.000     2.393617    2.793843
       1997  |   3.064972   .1066682    28.73   0.000     2.855789    3.274156
       1998  |   3.597983   .1118034    32.18   0.000     3.378729    3.817237
       1999  |   3.872233   .1151967    33.61   0.000     3.646325    4.098142
       2000  |   4.094839   .1181044    34.67   0.000     3.863228     4.32645
       2001  |   3.248825   .1088647    29.84   0.000     3.035334    3.462316
       2002  |   2.007716   .0984583    20.39   0.000     1.814633      2.2008
       2003  |   1.756137    .096539    18.19   0.000     1.566817    1.945456
       2004  |   2.245376   .1000641    22.44   0.000     2.049143    2.441609
       2005  |   2.686336   .1035702    25.94   0.000     2.483228    2.889445
       2006  |   3.199595   .1090238    29.35   0.000     2.985792    3.413398
       2007  |   3.176242   .1093699    29.04   0.000      2.96176    3.390724
       2008  |   2.028881   .0985383    20.59   0.000      1.83564    2.222121
       2009  |  -1.636737   .0956653   -17.11   0.000    -1.824344   -1.449131
       2010  |  -1.994598   .0980098   -20.35   0.000    -2.186802   -1.802394
       2011  |  -1.221351   .0933835   -13.08   0.000    -1.404483    -1.03822
       2012  |  -.3722551   .0905484    -4.11   0.000    -.5498268   -.1946834
       2013  |    .284499   .0905414     3.14   0.002     .1069412    .4620568
       2014  |    1.65038   .0954908    17.28   0.000     1.463116    1.837644
       2015  |   2.637186   .1027681    25.66   0.000     2.435651    2.838722
       2016  |   3.064928    .106974    28.65   0.000     2.855145    3.274712
       2017  |   3.613835   .1132202    31.92   0.000     3.391803    3.835868
       2018  |   4.119587   .1190409    34.61   0.000     3.886139    4.353034
       2019  |   4.325574   .1216519    35.56   0.000     4.087006    4.564142
             |
       _cons |  -8.207121   .1721054   -47.69   0.000    -8.544631    -7.86961
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 52.682           Prob > F = 0.000
First stage for age 39

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 717.28
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9538
                                                    Adj R-squared     = 0.9517
                                                    Root MSE          = 0.4565

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.083845   .0217748    95.70   0.000     2.041143    2.126547
             |
        year |
       1977  |   .7637167   .0913489     8.36   0.000     .5845753    .9428581
       1978  |   1.824199   .0965602    18.89   0.000     1.634837     2.01356
       1979  |   2.116221   .0983481    21.52   0.000     1.923354    2.309088
       1980  |   .6404795   .0909118     7.05   0.000     .4621951    .8187638
       1981  |   .0910674   .0904006     1.01   0.314    -.0862145    .2683493
       1982  |  -2.179549   .1009127   -21.60   0.000    -2.377445   -1.981652
       1983  |  -2.041019   .0999955   -20.41   0.000    -2.237117   -1.844921
       1984  |    .265868   .0903952     2.94   0.003     .0885969    .4431392
       1985  |    .652618   .0906843     7.20   0.000     .4747798    .8304561
       1986  |   .9542064   .0911428    10.47   0.000     .7754692    1.132944
       1987  |   1.828832   .0948265    19.29   0.000     1.642871    2.014793
       1988  |   2.518793   .1003546    25.10   0.000     2.321991    2.715596
       1989  |   2.681347   .1026629    26.12   0.000     2.480018    2.882676
       1990  |   2.299133   .0994643    23.12   0.000     2.104077     2.49419
       1991  |   .9142519   .0918384     9.96   0.000     .7341505    1.094353
       1992  |   .1717202   .0905003     1.90   0.058     -.005757    .3491975
       1993  |   .8555407   .0920522     9.29   0.000       .67502    1.036061
       1994  |   1.819503   .0967459    18.81   0.000     1.629778    2.009229
       1995  |   2.386724    .100692    23.70   0.000      2.18926    2.584188
       1996  |   2.630496   .1023255    25.71   0.000     2.429829    2.831163
       1997  |   3.106424   .1070088    29.03   0.000     2.896572    3.316275
       1998  |    3.64089   .1121846    32.45   0.000     3.420889    3.860892
       1999  |   3.922051   .1156414    33.92   0.000      3.69527    4.148831
       2000  |   4.146368   .1185768    34.97   0.000     3.913831    4.378906
       2001  |   3.282406   .1091734    30.07   0.000     3.068309    3.496502
       2002  |    2.02315   .0986209    20.51   0.000     1.829748    2.216552
       2003  |   1.767709   .0966773    18.28   0.000     1.578119      1.9573
       2004  |   2.264052   .1002487    22.58   0.000     2.067457    2.460646
       2005  |   2.710381   .1037987    26.11   0.000     2.506825    2.913937
       2006  |   3.234288   .1093399    29.58   0.000     3.019865    3.448711
       2007  |    3.21524   .1097134    29.31   0.000     3.000084    3.430395
       2008  |   2.060101   .0987676    20.86   0.000     1.866411    2.253792
       2009  |  -1.653303   .0958169   -17.25   0.000    -1.841207     -1.4654
       2010  |  -2.014836   .0981898   -20.52   0.000    -2.207393   -1.822279
       2011  |  -1.229845   .0934973   -13.15   0.000    -1.413199    -1.04649
       2012  |  -.3723121   .0906357    -4.11   0.000    -.5500548   -.1945693
       2013  |   .2890401    .090632     3.19   0.001     .1113046    .4667756
       2014  |   1.672721    .095661    17.49   0.000     1.485123    1.860319
       2015  |   2.671935   .1030461    25.93   0.000     2.469855    2.874016
       2016  |   3.105091   .1073094    28.94   0.000      2.89465    3.315533
       2017  |   3.657491   .1136142    32.19   0.000     3.434686    3.880296
       2018  |    4.16986   .1195098    34.89   0.000     3.935493    4.404227
       2019  |   4.378282    .122151    35.84   0.000     4.138736    4.617829
             |
       _cons |  -8.310568   .1733087   -47.95   0.000    -8.650438   -7.970697
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 48.254           Prob > F = 0.000
First stage for age 40

Linear regression, absorbing indicators             Number of obs     =  2,244
Absorbed variable: fipsst                           No. of categories =     51
                                                    F(44, 2149)       = 674.24
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.9510
                                                    Adj R-squared     = 0.9489
                                                    Root MSE          = 0.4698

------------------------------------------------------------------------------
        ur22 | Coefficient  Std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |    2.06965   .0224179    92.32   0.000     2.025687    2.113613
             |
        year |
       1977  |   .7700722   .0940523     8.19   0.000     .5856292    .9545153
       1978  |    1.82585   .0994859    18.35   0.000     1.630751    2.020949
       1979  |   2.117606   .1013502    20.89   0.000     1.918852    2.316361
       1980  |   .6669516   .0936174     7.12   0.000     .4833616    .8505417
       1981  |   .1210793   .0930486     1.30   0.193    -.0613955     .303554
       1982  |  -2.132411   .1037908   -20.55   0.000    -2.335952    -1.92887
       1983  |  -1.986217   .1028079   -19.32   0.000     -2.18783   -1.784603
       1984  |   .2952388   .0930498     3.17   0.002     .1127617     .477716
       1985  |   .6909862   .0933831     7.40   0.000     .5078556    .8741168
       1986  |   1.009145   .0939058    10.75   0.000     .8249898    1.193301
       1987  |   1.884339   .0978557    19.26   0.000     1.692437    2.076241
       1988  |   2.556134   .1036135    24.67   0.000     2.352941    2.759327
       1989  |   2.709239   .1059867    25.56   0.000     2.501392    2.917086
       1990  |    2.32037   .1026049    22.61   0.000     2.119155    2.521585
       1991  |   .9378057   .0945989     9.91   0.000     .7522907    1.123321
       1992  |   .1882289   .0931654     2.02   0.043     .0055251    .3709327
       1993  |   .8612903   .0947882     9.09   0.000     .6754041    1.047177
       1994  |   1.820411   .0996769    18.26   0.000     1.624938    2.015884
       1995  |   2.382559    .103768    22.96   0.000     2.179063    2.586055
       1996  |   2.626772   .1054717    24.90   0.000     2.419935     2.83361
       1997  |   3.097004   .1103161    28.07   0.000     2.880667    3.313342
       1998  |   3.632315   .1157066    31.39   0.000     3.405406    3.859223
       1999  |   3.909677   .1192771    32.78   0.000     3.675766    4.143588
       2000  |    4.13699   .1223506    33.81   0.000     3.897052    4.376928
       2001  |   3.285937   .1126474    29.17   0.000     3.065027    3.506846
       2002  |   2.039465   .1016998    20.05   0.000     1.840025    2.238905
       2003  |   1.785447   .0996705    17.91   0.000     1.589986    1.980907
       2004  |    2.27614   .1033829    22.02   0.000     2.073399    2.478881
       2005  |   2.721454   .1070854    25.41   0.000     2.511452    2.931456
       2006  |   3.236803   .1128146    28.69   0.000     3.015566     3.45804
       2007  |   3.210994   .1131621    28.38   0.000     2.989075    3.432912
       2008  |   2.060777   .1017846    20.25   0.000     1.861171    2.260384
       2009  |  -1.615575   .0985687   -16.39   0.000    -1.808875   -1.422275
       2010  |  -1.968108   .1009813   -19.49   0.000    -2.166139   -1.770077
       2011  |  -1.190237   .0961749   -12.38   0.000    -1.378843   -1.001632
       2012  |   -.346291   .0932775    -3.71   0.000    -.5292145   -.1633675
       2013  |    .308343   .0933095     3.30   0.001     .1253567    .4913294
       2014  |   1.679205   .0985649    17.04   0.000     1.485912    1.872497
       2015  |   2.671591   .1062399    25.15   0.000     2.463248    2.879935
       2016  |   3.102419   .1106684    28.03   0.000     2.885391    3.319448
       2017  |   3.648997   .1171945    31.14   0.000     3.419171    3.878823
       2018  |   4.158514   .1233069    33.72   0.000     3.916701    4.400327
       2019  |   4.365748   .1260447    34.64   0.000     4.118566     4.61293
             |
       _cons |  -8.255234   .1789232   -46.14   0.000    -8.606115   -7.904354
------------------------------------------------------------------------------
F test of absorbed indicators: F(50, 2149) = 43.708           Prob > F = 0.000

. reg ur22 UR22_dw i.year i.age i.cohort, cluster(fipsst)
note: 1955.cohort omitted because of collinearity.
note: 1956.cohort omitted because of collinearity.
note: 1957.cohort omitted because of collinearity.
note: 1958.cohort omitted because of collinearity.
note: 1959.cohort omitted because of collinearity.
note: 1960.cohort omitted because of collinearity.
note: 1961.cohort omitted because of collinearity.
note: 1962.cohort omitted because of collinearity.
note: 1963.cohort omitted because of collinearity.
note: 1964.cohort omitted because of collinearity.
note: 1965.cohort omitted because of collinearity.
note: 1966.cohort omitted because of collinearity.
note: 1967.cohort omitted because of collinearity.
note: 1968.cohort omitted because of collinearity.
note: 1969.cohort omitted because of collinearity.
note: 1970.cohort omitted because of collinearity.
note: 1971.cohort omitted because of collinearity.
note: 1972.cohort omitted because of collinearity.
note: 1973.cohort omitted because of collinearity.
note: 1974.cohort omitted because of collinearity.
note: 1975.cohort omitted because of collinearity.
note: 1976.cohort omitted because of collinearity.
note: 1977.cohort omitted because of collinearity.
note: 1978.cohort omitted because of collinearity.
note: 1979.cohort omitted because of collinearity.
note: 1980.cohort omitted because of collinearity.
note: 1981.cohort omitted because of collinearity.
note: 1982.cohort omitted because of collinearity.
note: 1983.cohort omitted because of collinearity.
note: 1984.cohort omitted because of collinearity.
note: 1985.cohort omitted because of collinearity.
note: 1986.cohort omitted because of collinearity.
note: 1987.cohort omitted because of collinearity.
note: 1988.cohort omitted because of collinearity.
note: 1989.cohort omitted because of collinearity.
note: 1990.cohort omitted because of collinearity.
note: 1991.cohort omitted because of collinearity.
note: 1992.cohort omitted because of collinearity.
note: 1993.cohort omitted because of collinearity.
note: 1994.cohort omitted because of collinearity.
note: 1995.cohort omitted because of collinearity.
note: 1996.cohort omitted because of collinearity.
note: 1997.cohort omitted because of collinearity.

Linear regression                               Number of obs     =     42,636
                                                F(49, 50)         =          .
                                                Prob > F          =          .
                                                R-squared         =     0.9120
                                                Root MSE          =     .61672

                                (Std. err. adjusted for 51 clusters in fipsst)
------------------------------------------------------------------------------
             |               Robust
        ur22 | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------+----------------------------------------------------------------
     UR22_dw |   2.092292   .0645334    32.42   0.000     1.962673    2.221911
             |
        year |
       1977  |   .7689512   .0857246     8.97   0.000     .5967683    .9411342
       1978  |   1.853673   .1646042    11.26   0.000     1.523056     2.18429
       1979  |   2.152459   .1650719    13.04   0.000     1.820903    2.484016
       1980  |   .6854163   .1263803     5.42   0.000     .4315739    .9392587
       1981  |     .12893   .1151521     1.12   0.268    -.1023598    .3602197
       1982  |  -2.162968   .1775171   -12.18   0.000    -2.519521   -1.806414
       1983  |  -2.012547   .1710365   -11.77   0.000    -2.356084    -1.66901
       1984  |   .2986886   .1418866     2.11   0.040      .013701    .5836763
       1985  |   .6740011   .1543883     4.37   0.000     .3639031     .984099
       1986  |    .954281   .1839933     5.19   0.000     .5847197    1.323842
       1987  |   1.822465   .2152014     8.47   0.000      1.39022     2.25471
       1988  |   2.514862   .2276482    11.05   0.000     2.057617    2.972107
       1989  |   2.690062   .2212869    12.16   0.000     2.245595     3.13453
       1990  |   2.308184   .1924057    12.00   0.000     1.921726    2.694642
       1991  |   .9286069   .1318589     7.04   0.000     .6637605    1.193453
       1992  |   .1812663   .1071966     1.69   0.097    -.0340444    .3965769
       1993  |    .860426   .1211764     7.10   0.000      .617036    1.103816
       1994  |     1.8225    .153288    11.89   0.000     1.514611    2.130388
       1995  |   2.390668   .1847242    12.94   0.000     2.019639    2.761698
       1996  |    2.63159   .1976657    13.31   0.000     2.234567    3.028614
       1997  |   3.122571   .2247476    13.89   0.000     2.671152     3.57399
       1998  |   3.654549   .2536773    14.41   0.000     3.145023    4.164075
       1999  |   3.936994   .2669598    14.75   0.000      3.40079    4.473199
       2000  |   4.159809   .2806492    14.82   0.000     3.596108    4.723509
       2001  |   3.290493   .2304019    14.28   0.000     2.827717    3.753268
       2002  |   2.030917   .1679519    12.09   0.000     1.693576    2.368258
       2003  |   1.781553   .1597598    11.15   0.000     1.460666     2.10244
       2004  |   2.289385   .1864381    12.28   0.000     1.914913    2.663857
       2005  |   2.737767   .2026436    13.51   0.000     2.330745    3.144788
       2006  |   3.264623   .2277359    14.34   0.000     2.807201    3.722044
       2007  |    3.25112   .2280671    14.26   0.000     2.793034    3.709206
       2008  |   2.071545   .1618055    12.80   0.000     1.746549     2.39654
       2009  |  -1.670667    .153626   -10.87   0.000    -1.979234   -1.362101
       2010  |  -2.045194   .1736969   -11.77   0.000    -2.394074   -1.696313
       2011  |  -1.259796   .1449092    -8.69   0.000    -1.550854   -.9687368
       2012  |  -.3783905   .1095511    -3.45   0.001    -.5984303   -.1583507
       2013  |   .3059703   .1001422     3.06   0.004     .1048288    .5071117
       2014  |    1.68376   .1386086    12.15   0.000     1.405357    1.962164
       2015  |   2.681286    .191681    13.99   0.000     2.296283    3.066289
       2016  |   3.122668   .2281113    13.69   0.000     2.664493    3.580843
       2017  |   3.682922   .2537146    14.52   0.000     3.173321    4.192522
       2018  |   4.192941   .2804227    14.95   0.000     3.629695    4.756186
       2019  |    4.40866   .2919179    15.10   0.000     3.822326    4.994995
             |
         age |
         23  |  -.0040383     .01265    -0.32   0.751    -.0294467      .02137
         24  |   .0085337   .0135793     0.63   0.533    -.0187412    .0358085
         25  |   .0046499   .0127943     0.36   0.718    -.0210481     .030348
         26  |   .0097014   .0160132     0.61   0.547     -.022462    .0418648
         27  |  -.0008086   .0165993    -0.05   0.961    -.0341493     .032532
         28  |   -.001204   .0183189    -0.07   0.948    -.0379986    .0355905
         29  |   .0099278   .0201085     0.49   0.624    -.0304613    .0503168
         30  |   .0045238   .0196529     0.23   0.819    -.0349502    .0439978
         31  |  -.0037665   .0208923    -0.18   0.858    -.0457299    .0381968
         32  |  -.0150284   .0201091    -0.75   0.458    -.0554186    .0253618
         33  |  -.0059428    .021133    -0.28   0.780    -.0483897    .0365042
         34  |  -.0155928   .0216563    -0.72   0.475    -.0590907    .0279051
         35  |  -.0172407   .0236684    -0.73   0.470      -.06478    .0302986
         36  |  -.0345758   .0234453    -1.47   0.147    -.0816671    .0125154
         37  |  -.0327047   .0250418    -1.31   0.198    -.0830028    .0175933
         38  |  -.0341295   .0275007    -1.24   0.220    -.0893663    .0211073
         39  |  -.0225059   .0274131    -0.82   0.416    -.0775668     .032555
         40  |  -.0388525   .0243969    -1.59   0.118    -.0878552    .0101502
             |
      cohort |
       1955  |          0  (omitted)
       1956  |          0  (omitted)
       1957  |          0  (omitted)
       1958  |          0  (omitted)
       1959  |          0  (omitted)
       1960  |          0  (omitted)
       1961  |          0  (omitted)
       1962  |          0  (omitted)
       1963  |          0  (omitted)
       1964  |          0  (omitted)
       1965  |          0  (omitted)
       1966  |          0  (omitted)
       1967  |          0  (omitted)
       1968  |          0  (omitted)
       1969  |          0  (omitted)
       1970  |          0  (omitted)
       1971  |          0  (omitted)
       1972  |          0  (omitted)
       1973  |          0  (omitted)
       1974  |          0  (omitted)
       1975  |          0  (omitted)
       1976  |          0  (omitted)
       1977  |          0  (omitted)
       1978  |          0  (omitted)
       1979  |          0  (omitted)
       1980  |          0  (omitted)
       1981  |          0  (omitted)
       1982  |          0  (omitted)
       1983  |          0  (omitted)
       1984  |          0  (omitted)
       1985  |          0  (omitted)
       1986  |          0  (omitted)
       1987  |          0  (omitted)
       1988  |          0  (omitted)
       1989  |          0  (omitted)
       1990  |          0  (omitted)
       1991  |          0  (omitted)
       1992  |          0  (omitted)
       1993  |          0  (omitted)
       1994  |          0  (omitted)
       1995  |          0  (omitted)
       1996  |          0  (omitted)
       1997  |          0  (omitted)
             |
       _cons |  -8.352011   .5113567   -16.33   0.000    -9.379101   -7.324921
------------------------------------------------------------------------------

. 
. ** Create education variable
. gen educ2 = 1

. 
. keep fipsst cohort age UR22_dw educ2

. 
. // Edit 12/26/12: Change the cohort definition 
. replace cohort=cohort+22 if educ2==1
(49,419 real changes made)

. replace cohort=cohort+18 if educ2==0
(0 real changes made)

. 
. save `scratch'/`dofile'.dta, replace
(file /accounts/projects/jr_ra/GRscarring/erratum/scratch/double_weight.dta not found)
file /accounts/projects/jr_ra/GRscarring/erratum/scratch/double_weight.dta saved

. 
. !rm `scratch'/ipums_doubleweight.dta


. 
. if `doasproject' == 1 {
.   project, creates(`scratch'/`dofile'.dta)
project GRscar_erratum > do-file creates: "/scratch/public/jr_ra/GRscarring2024/erratum/scratch/double_weight.dta" filesig(963227312
> :1689179)
. }

. 
. 
end of do-file
      name:  plog_830
       log:  /accounts/projects/jr_ra/GRscarring/erratum/programs/prepare/double_weight.log
  log type:  text
 closed on:  27 Nov 2024, 17:50:14
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